Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "157"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 157 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 86 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 84 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 157, Node N12:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459903 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.011683 -0.162362 0.006865 0.358158 -0.058262 -0.085257 -0.168870 0.035590 0.6149 0.6492 0.4274 nan nan
2459902 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.095716 -0.075479 -0.003038 0.192563 -0.455435 0.485460 -0.087856 -0.073129 0.6220 0.6521 0.4179 nan nan
2459901 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.453644 0.069886 -0.004061 0.390725 -0.125514 0.159262 -0.377143 0.049927 0.6487 0.6690 0.4063 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.498537 0.106161 -0.002499 0.330365 -0.385910 0.687546 -0.435886 0.017319 0.5813 0.6157 0.3498 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.098158 -0.233834 -0.110379 0.278991 0.073864 0.812985 -0.120806 0.390506 0.6407 0.6650 0.4064 nan nan
2459897 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.071503 -0.184420 -0.210923 0.361094 -0.512662 0.414926 -0.393727 0.014702 0.6337 0.6575 0.4147 nan nan
2459896 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.004724 -0.268542 -0.105042 0.246043 -0.674817 -0.063784 -0.075254 0.008757 0.6343 0.6596 0.4157 nan nan
2459895 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.125999 -0.357298 0.056920 0.177606 -0.140469 0.886378 0.922290 0.622471 0.7208 0.7249 0.2962 nan nan
2459894 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.036136 -0.313020 -0.213862 0.301274 -0.758782 1.091729 -0.266240 0.000337 0.6406 0.6562 0.3999 nan nan
2459893 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.186573 -0.181572 -0.152389 0.302181 -0.411792 0.687773 -0.199390 -0.005169 0.6477 0.6662 0.3977 nan nan
2459892 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.116824 -0.305045 -0.170818 0.216172 -0.551430 0.255323 -0.134932 -0.149652 0.6522 0.6731 0.3933 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.110557 -0.396798 -0.228473 0.308353 -0.785907 0.250508 -0.007238 0.500922 0.6456 0.6668 0.3976 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.124855 -0.484467 0.025967 0.250252 -1.122330 0.355124 -0.378818 -0.493528 0.6471 0.6655 0.3960 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.006853 -0.409564 -0.367900 0.169431 -1.082731 -0.215622 0.047435 0.493745 0.6542 0.6697 0.3921 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.118748 -0.415941 -0.001783 0.167324 -0.162816 0.895923 -0.314777 -0.281642 0.6691 0.6893 0.3872 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.003817 -0.268458 0.137527 0.060550 -0.402428 0.290052 0.000756 0.220958 0.6538 0.6717 0.3978 nan nan
2459886 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.198400 0.073081 0.051546 0.169944 0.510383 0.815593 0.753117 0.469516 0.7265 0.7238 0.3446 nan nan
2459885 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.505952 -0.447134 -0.106215 -0.537035 -0.504353 0.566887 0.665244 0.218598 0.6869 0.6970 0.3739 nan nan
2459884 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.066073 -0.375697 -0.044411 0.153978 -0.424159 0.613186 -0.496602 -0.366058 0.6634 0.6720 0.3955 nan nan
2459883 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.291885 -0.316303 0.086840 -0.465564 -1.186111 -0.654237 -0.758544 -0.489671 0.6560 0.6740 0.3960 nan nan
2459882 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.816789 -1.258874 0.254377 0.097825 -0.836775 0.103026 -0.164455 -0.328166 0.6510 0.6649 0.3969 nan nan
2459881 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.106090 -0.179278 0.179828 -0.656658 -0.668514 0.654583 0.124421 0.928462 0.7054 0.7239 0.3342 nan nan
2459880 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.292767 -0.453741 0.658725 -0.062770 -0.858220 -0.142533 -0.128751 -0.658870 0.6573 0.6739 0.4008 nan nan
2459879 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.193052 -0.096646 0.169505 0.384192 -0.499202 0.223907 0.200938 0.580450 0.6346 0.6649 0.4274 nan nan
2459878 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.085726 -0.393262 0.597958 -0.241423 -0.974198 -0.181337 -0.197929 -0.402541 0.6475 0.6748 0.4114 nan nan
2459876 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.077493 -0.488688 0.213378 -0.125280 0.088153 1.218539 0.245361 0.075708 0.6795 0.6708 0.3867 nan nan
2459875 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.280246 -0.655502 0.338647 -0.281993 -0.122090 0.651433 -0.408141 -0.270788 0.6966 0.7062 0.3920 nan nan
2459874 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.044916 -0.315489 -0.342727 -0.398489 0.246032 0.505046 0.008020 -0.149387 0.6831 0.6713 0.3788 nan nan
2459873 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.036485 -0.574240 -0.084088 -0.036984 -1.014545 0.100502 -0.482969 0.179417 0.6869 0.6684 0.3812 nan nan
2459872 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.071473 -0.681673 -0.393077 -0.452743 -0.661560 1.130423 -0.016150 0.400889 0.6766 0.6616 0.3940 nan nan
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.106622 -0.900710 0.096511 -0.788100 -0.676599 0.811553 -0.225271 -0.157703 0.6912 0.6702 0.3814 nan nan
2459870 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.008768 -0.424237 -0.028053 -0.418696 -1.136679 -0.054454 0.257921 0.086468 0.6863 0.6728 0.3967 nan nan
2459869 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.373357 -0.368492 -0.067895 -0.728607 -0.568059 -0.303317 0.631128 -0.086363 0.6907 0.6917 0.3916 nan nan
2459868 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.118012 -0.069567 0.449233 -0.162490 -0.831571 0.683626 -0.130973 0.643089 0.6693 0.6605 0.4141 nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.380024 -0.607191 -0.012755 0.209214 -0.983051 -0.122814 -0.017262 0.091305 0.6902 0.6740 0.4025 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.265830 -0.510659 0.119312 0.340081 -0.845126 -0.217346 0.016273 -0.264486 0.6898 0.6747 0.3945 nan nan
2459865 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.541477 -0.300975 -0.029222 0.534078 -0.775443 0.332628 0.648202 0.431532 0.7093 0.6919 0.3666 nan nan
2459864 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.135523 -0.295141 0.548875 -0.096132 -0.469656 0.007862 -0.017018 1.491173 0.6887 0.6699 0.4161 nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.473867 -0.346413 -1.022949 -0.621861 -0.296009 0.593075 -0.464140 0.475801 0.6834 0.6609 0.4039 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.610254 -0.665837 1.218899 0.119092 -0.818368 0.192240 -0.314108 -0.216754 0.6676 0.6851 0.4161 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.469097 -0.281000 -0.935326 -0.362763 0.040553 0.592523 -0.235968 0.264703 0.6960 0.6678 0.4227 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.374833 -0.626473 1.049609 0.444880 -0.898242 -0.165724 -0.322985 -0.731306 0.7027 0.6700 0.4175 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.406577 -0.333716 -0.986084 -0.458032 0.295402 0.605594 -0.448064 -0.466129 0.7101 0.6782 0.4117 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.602600 -0.241300 -1.033755 -0.567130 0.165175 0.728280 -0.278690 -0.074282 0.7186 0.6828 0.4240 1.622290 1.413260
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.082618 0.661283 -0.487016 -0.839538 -0.101133 -0.264116 0.101862 -0.659747 0.0286 0.0266 0.0014 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.57% 0.610785 -0.404078 1.131036 0.595042 -0.984068 -0.557692 -0.185367 -0.871352 0.7096 0.6990 0.4076 1.678116 1.485516
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% 0.476825 -0.127194 1.064486 0.464197 -0.823757 -0.317686 -0.260839 -0.801407 0.6883 0.7138 0.4389 1.590740 1.354494
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% -0.182809 -1.181835 -0.016652 2.015259 -0.872869 -0.472194 -0.576413 -0.247147 0.7047 0.7268 0.4385 1.553382 1.379946
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.56% 0.123590 -1.026975 0.396843 2.714990 -0.532213 -0.519885 -0.442063 -0.593007 0.7313 0.6760 0.4287 1.676761 1.469140
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 8.11% -1.210296 -0.572504 0.789902 2.404007 -1.073907 -0.102954 0.351769 2.573240 0.8104 0.8161 0.2611 3.887593 3.606006
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 73.26% -0.198991 0.131400 0.876118 2.991345 0.472531 1.398645 0.699440 1.676492 0.7423 0.7217 0.3527 3.839891 2.773293
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 0.00% -0.377626 -0.757495 0.518910 2.616243 -0.754447 -0.117472 0.015504 0.003202 0.7289 0.7409 0.3580 1.593982 1.398453
2459849 digital_ok 0.00% 0.00% 0.00% 0.00% 16.67% 0.00% -1.450637 -0.952059 0.968969 2.283028 0.147307 -0.592901 2.052706 2.208600 0.7225 0.7355 0.3686 1.437578 1.256117
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 30.15% 0.00% -1.090368 -0.849883 -1.114524 1.625207 0.147334 0.212762 0.110630 0.669929 0.7013 0.7403 0.3892 1.380024 1.292558
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 0.00% -1.232502 -0.021655 -1.068623 1.513002 -0.318743 -0.239071 0.361219 1.457929 0.7125 0.6722 0.4381 1.605278 1.379362
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.047398 -0.604928 -0.416150 3.401573 0.185927 -0.489691 0.112285 0.679983 0.7043 0.7259 0.3980 2.594000 2.544351
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.814963 0.258099 -0.356884 2.634329 -0.366966 1.024190 -0.553822 -2.057472 0.0279 0.0260 0.0013 nan nan
2459843 digital_ok 0.00% 1.20% 0.66% 0.00% 15.76% 0.00% -1.253431 -0.942751 -0.643670 0.274191 -0.434787 -0.646015 -0.059013 -0.234030 0.7229 0.7312 0.4013 1.525892 1.331941
2459842 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.706165 -0.749543 0.365136 -0.229992 0.245409 1.095389 -0.065466 0.144335 0.7369 0.6498 0.2846 1.282990 1.254508
2459841 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.932453 0.770863 -1.063780 0.982640 0.657245 -0.665694 -0.436377 -1.607467 0.0276 0.0258 0.0016 nan nan
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 122.669262 227.079434 61.524115 76.991125 861.531663 843.284316 1432.279147 1740.517765 0.0200 0.0167 0.0018 nan nan
2459839 digital_ok 100.00% - - - - - 29.078072 87.175376 126.723520 197.983743 216.280259 349.336095 1740.699192 2622.401217 nan nan nan nan nan
2459838 digital_ok 0.00% 0.00% 0.00% 0.00% 99.39% 0.61% -1.083978 -0.357764 -0.547630 1.933726 0.317662 -0.043276 -0.052236 0.363933 0.6733 0.6395 0.3929 0.000000 0.000000
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0380 0.0344 0.0030 nan nan
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.299248 -0.104440 -0.578163 0.296121 -0.754036 1.463021 0.073925 -1.176793 0.0391 0.0346 0.0028 nan nan
2459833 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.144137 -0.001426 -0.167548 -0.860262 0.190911 1.976848 0.094599 -1.420719 0.0354 0.0322 0.0033 nan nan
2459832 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.830340 -0.439740 -0.765571 1.817392 1.618646 0.274732 0.844800 0.764062 0.7458 0.4722 0.5429 1.843093 1.442030
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.371314 1.323051 0.650999 2.400587 0.798645 0.106176 -0.673897 -1.873058 0.0386 0.0320 0.0038 nan nan
2459830 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% -0.860568 0.580531 -0.465396 2.794633 -0.364886 0.633537 0.564906 0.093156 0.7487 0.4920 0.5236 1.691652 1.294634
2459829 digital_ok 0.00% 0.00% 0.00% 0.00% 0.65% 99.35% -0.787942 0.102340 0.404665 2.561647 0.080083 -0.829704 1.176486 0.692486 0.6905 0.6068 0.3942 -0.000000 -0.000000
2459828 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.177973 -0.730379 0.196745 2.129037 1.372649 0.190424 0.707049 -1.394608 0.7430 0.4955 0.5074 0.000000 0.000000
2459827 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.477891 -1.091793 0.164828 3.855760 -0.515744 -0.910168 -0.014909 -0.455488 0.0675 0.0627 0.0064 30.244071 53.323990
2459826 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.007480 -0.584359 -0.247831 3.546215 0.682953 0.704772 0.442329 -0.679970 0.0651 0.0593 0.0053 0.000000 0.000000
2459825 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.353620 -1.236827 -0.399449 2.117800 0.178263 -0.092951 -0.367711 -0.596954 0.0646 0.0559 0.0057 26.751854 38.578375
2459824 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.652374 -0.601464 -0.060862 2.492016 -1.080289 -0.529912 0.431487 -0.592200 0.0657 0.0623 0.0071 19.874954 38.869146
2459823 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.665687 -0.222077 -0.489104 3.349845 0.133980 0.648113 0.724049 -1.694407 0.0666 0.0559 0.0063 511.742416 95.254002
2459822 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.568871 0.033941 0.028105 3.229347 0.473909 0.002923 0.825862 0.717066 0.0660 0.0616 0.0055 0.905956 0.914355
2459821 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.846396 -1.090945 -0.051812 3.487126 0.886429 0.224948 0.004376 -0.130612 0.0546 0.0503 0.0036 1.254180 1.251768
2459820 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.587445 -0.802101 0.142724 3.469513 2.429589 -0.366433 0.672678 0.380612 0.0660 0.0575 0.0058 1.276864 1.276674
2459817 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.219821 -0.207873 -0.084478 2.764264 0.173251 0.970001 -0.556844 -0.723429 0.0661 0.0692 0.0053 1.236433 1.232171
2459816 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.080685 0.774731 -0.106537 2.966784 0.670219 1.627446 0.655265 -0.688206 0.8446 0.5818 0.6023 1.704519 1.436287
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.241415 0.712567 -0.337809 2.710010 0.120091 1.502206 0.365129 -1.018535 0.7991 0.6598 0.5299 1.620873 1.342006
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 157: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 0.358158 -0.162362 -0.011683 0.358158 0.006865 -0.085257 -0.058262 0.035590 -0.168870

Antenna 157: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.485460 0.095716 -0.075479 -0.003038 0.192563 -0.455435 0.485460 -0.087856 -0.073129

Antenna 157: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Shape 0.453644 0.453644 0.069886 -0.004061 0.390725 -0.125514 0.159262 -0.377143 0.049927

Antenna 157: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.687546 0.498537 0.106161 -0.002499 0.330365 -0.385910 0.687546 -0.435886 0.017319

Antenna 157: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.812985 -0.233834 0.098158 0.278991 -0.110379 0.812985 0.073864 0.390506 -0.120806

Antenna 157: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.414926 -0.184420 0.071503 0.361094 -0.210923 0.414926 -0.512662 0.014702 -0.393727

Antenna 157: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 0.246043 -0.268542 0.004724 0.246043 -0.105042 -0.063784 -0.674817 0.008757 -0.075254

Antenna 157: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Temporal Discontinuties 0.922290 0.125999 -0.357298 0.056920 0.177606 -0.140469 0.886378 0.922290 0.622471

Antenna 157: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 1.091729 -0.313020 0.036136 0.301274 -0.213862 1.091729 -0.758782 0.000337 -0.266240

Antenna 157: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.687773 0.186573 -0.181572 -0.152389 0.302181 -0.411792 0.687773 -0.199390 -0.005169

Antenna 157: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.255323 -0.305045 0.116824 0.216172 -0.170818 0.255323 -0.551430 -0.149652 -0.134932

Antenna 157: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Discontinuties 0.500922 0.110557 -0.396798 -0.228473 0.308353 -0.785907 0.250508 -0.007238 0.500922

Antenna 157: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.355124 -0.484467 -0.124855 0.250252 0.025967 0.355124 -1.122330 -0.493528 -0.378818

Antenna 157: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Discontinuties 0.493745 -0.006853 -0.409564 -0.367900 0.169431 -1.082731 -0.215622 0.047435 0.493745

Antenna 157: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.895923 -0.415941 -0.118748 0.167324 -0.001783 0.895923 -0.162816 -0.281642 -0.314777

Antenna 157: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.290052 -0.268458 0.003817 0.060550 0.137527 0.290052 -0.402428 0.220958 0.000756

Antenna 157: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.815593 0.198400 0.073081 0.051546 0.169944 0.510383 0.815593 0.753117 0.469516

Antenna 157: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Temporal Discontinuties 0.665244 -0.447134 -0.505952 -0.537035 -0.106215 0.566887 -0.504353 0.218598 0.665244

Antenna 157: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.613186 -0.375697 -0.066073 0.153978 -0.044411 0.613186 -0.424159 -0.366058 -0.496602

Antenna 157: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Power 0.086840 -0.316303 -0.291885 -0.465564 0.086840 -0.654237 -1.186111 -0.489671 -0.758544

Antenna 157: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Power 0.254377 -1.258874 -0.816789 0.097825 0.254377 0.103026 -0.836775 -0.328166 -0.164455

Antenna 157: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Discontinuties 0.928462 -0.179278 -0.106090 -0.656658 0.179828 0.654583 -0.668514 0.928462 0.124421

Antenna 157: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Power 0.658725 -0.453741 -0.292767 -0.062770 0.658725 -0.142533 -0.858220 -0.658870 -0.128751

Antenna 157: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Discontinuties 0.580450 -0.096646 0.193052 0.384192 0.169505 0.223907 -0.499202 0.580450 0.200938

Antenna 157: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Power 0.597958 -0.393262 -0.085726 -0.241423 0.597958 -0.181337 -0.974198 -0.402541 -0.197929

Antenna 157: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 1.218539 -0.077493 -0.488688 0.213378 -0.125280 0.088153 1.218539 0.245361 0.075708

Antenna 157: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.651433 -0.280246 -0.655502 0.338647 -0.281993 -0.122090 0.651433 -0.408141 -0.270788

Antenna 157: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.505046 -0.044916 -0.315489 -0.342727 -0.398489 0.246032 0.505046 0.008020 -0.149387

Antenna 157: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Discontinuties 0.179417 -0.036485 -0.574240 -0.084088 -0.036984 -1.014545 0.100502 -0.482969 0.179417

Antenna 157: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 1.130423 -0.681673 -0.071473 -0.452743 -0.393077 1.130423 -0.661560 0.400889 -0.016150

Antenna 157: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.811553 -0.900710 0.106622 -0.788100 0.096511 0.811553 -0.676599 -0.157703 -0.225271

Antenna 157: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Temporal Discontinuties 0.257921 -0.008768 -0.424237 -0.028053 -0.418696 -1.136679 -0.054454 0.257921 0.086468

Antenna 157: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Temporal Discontinuties 0.631128 -0.373357 -0.368492 -0.067895 -0.728607 -0.568059 -0.303317 0.631128 -0.086363

Antenna 157: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.683626 -0.118012 -0.069567 0.449233 -0.162490 -0.831571 0.683626 -0.130973 0.643089

Antenna 157: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Shape 0.380024 0.380024 -0.607191 -0.012755 0.209214 -0.983051 -0.122814 -0.017262 0.091305

Antenna 157: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 0.340081 -0.510659 0.265830 0.340081 0.119312 -0.217346 -0.845126 -0.264486 0.016273

Antenna 157: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Temporal Discontinuties 0.648202 0.541477 -0.300975 -0.029222 0.534078 -0.775443 0.332628 0.648202 0.431532

Antenna 157: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Discontinuties 1.491173 -0.295141 0.135523 -0.096132 0.548875 0.007862 -0.469656 1.491173 -0.017018

Antenna 157: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.593075 0.473867 -0.346413 -1.022949 -0.621861 -0.296009 0.593075 -0.464140 0.475801

Antenna 157: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Power 1.218899 0.610254 -0.665837 1.218899 0.119092 -0.818368 0.192240 -0.314108 -0.216754

Antenna 157: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.592523 -0.281000 0.469097 -0.362763 -0.935326 0.592523 0.040553 0.264703 -0.235968

Antenna 157: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Power 1.049609 0.374833 -0.626473 1.049609 0.444880 -0.898242 -0.165724 -0.322985 -0.731306

Antenna 157: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.605594 0.406577 -0.333716 -0.986084 -0.458032 0.295402 0.605594 -0.448064 -0.466129

Antenna 157: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 0.728280 -0.241300 0.602600 -0.567130 -1.033755 0.728280 0.165175 -0.074282 -0.278690

Antenna 157: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Shape 1.082618 0.661283 1.082618 -0.839538 -0.487016 -0.264116 -0.101133 -0.659747 0.101862

Antenna 157: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Power 1.131036 0.610785 -0.404078 1.131036 0.595042 -0.984068 -0.557692 -0.185367 -0.871352

Antenna 157: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok ee Power 1.064486 -0.127194 0.476825 0.464197 1.064486 -0.317686 -0.823757 -0.801407 -0.260839

Antenna 157: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.015259 -1.181835 -0.182809 2.015259 -0.016652 -0.472194 -0.872869 -0.247147 -0.576413

Antenna 157: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.714990 -1.026975 0.123590 2.714990 0.396843 -0.519885 -0.532213 -0.593007 -0.442063

Antenna 157: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Discontinuties 2.573240 -1.210296 -0.572504 0.789902 2.404007 -1.073907 -0.102954 0.351769 2.573240

Antenna 157: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.991345 -0.198991 0.131400 0.876118 2.991345 0.472531 1.398645 0.699440 1.676492

Antenna 157: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.616243 -0.377626 -0.757495 0.518910 2.616243 -0.754447 -0.117472 0.015504 0.003202

Antenna 157: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.283028 -1.450637 -0.952059 0.968969 2.283028 0.147307 -0.592901 2.052706 2.208600

Antenna 157: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 1.625207 -0.849883 -1.090368 1.625207 -1.114524 0.212762 0.147334 0.669929 0.110630

Antenna 157: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 1.513002 -0.021655 -1.232502 1.513002 -1.068623 -0.239071 -0.318743 1.457929 0.361219

Antenna 157: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 3.401573 -0.604928 -1.047398 3.401573 -0.416150 -0.489691 0.185927 0.679983 0.112285

Antenna 157: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.634329 -0.814963 0.258099 -0.356884 2.634329 -0.366966 1.024190 -0.553822 -2.057472

Antenna 157: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 0.274191 -0.942751 -1.253431 0.274191 -0.643670 -0.646015 -0.434787 -0.234030 -0.059013

Antenna 157: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 1.095389 -0.706165 -0.749543 0.365136 -0.229992 0.245409 1.095389 -0.065466 0.144335

Antenna 157: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 0.982640 -0.932453 0.770863 -1.063780 0.982640 0.657245 -0.665694 -0.436377 -1.607467

Antenna 157: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Discontinuties 1740.517765 122.669262 227.079434 61.524115 76.991125 861.531663 843.284316 1432.279147 1740.517765

Antenna 157: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Discontinuties 2622.401217 87.175376 29.078072 197.983743 126.723520 349.336095 216.280259 2622.401217 1740.699192

Antenna 157: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 1.933726 -0.357764 -1.083978 1.933726 -0.547630 -0.043276 0.317662 0.363933 -0.052236

Antenna 157: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 1.463021 -0.104440 -1.299248 0.296121 -0.578163 1.463021 -0.754036 -1.176793 0.073925

Antenna 157: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Temporal Variability 1.976848 -0.001426 0.144137 -0.860262 -0.167548 1.976848 0.190911 -1.420719 0.094599

Antenna 157: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 1.817392 -0.830340 -0.439740 -0.765571 1.817392 1.618646 0.274732 0.844800 0.764062

Antenna 157: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.400587 1.371314 1.323051 0.650999 2.400587 0.798645 0.106176 -0.673897 -1.873058

Antenna 157: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.794633 -0.860568 0.580531 -0.465396 2.794633 -0.364886 0.633537 0.564906 0.093156

Antenna 157: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.561647 0.102340 -0.787942 2.561647 0.404665 -0.829704 0.080083 0.692486 1.176486

Antenna 157: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.129037 -0.730379 0.177973 2.129037 0.196745 0.190424 1.372649 -1.394608 0.707049

Antenna 157: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 3.855760 -0.477891 -1.091793 0.164828 3.855760 -0.515744 -0.910168 -0.014909 -0.455488

Antenna 157: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 3.546215 -0.584359 0.007480 3.546215 -0.247831 0.704772 0.682953 -0.679970 0.442329

Antenna 157: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.117800 -1.236827 -0.353620 2.117800 -0.399449 -0.092951 0.178263 -0.596954 -0.367711

Antenna 157: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.492016 -0.652374 -0.601464 -0.060862 2.492016 -1.080289 -0.529912 0.431487 -0.592200

Antenna 157: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 3.349845 -0.222077 0.665687 3.349845 -0.489104 0.648113 0.133980 -1.694407 0.724049

Antenna 157: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 3.229347 0.568871 0.033941 0.028105 3.229347 0.473909 0.002923 0.825862 0.717066

Antenna 157: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 3.487126 -1.090945 -0.846396 3.487126 -0.051812 0.224948 0.886429 -0.130612 0.004376

Antenna 157: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 3.469513 -0.587445 -0.802101 0.142724 3.469513 2.429589 -0.366433 0.672678 0.380612

Antenna 157: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.764264 0.219821 -0.207873 -0.084478 2.764264 0.173251 0.970001 -0.556844 -0.723429

Antenna 157: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.966784 0.774731 -0.080685 2.966784 -0.106537 1.627446 0.670219 -0.688206 0.655265

Antenna 157: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Power 2.710010 0.712567 0.241415 2.710010 -0.337809 1.502206 0.120091 -1.018535 0.365129

Antenna 157: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 157: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
157 N12 digital_ok nn Shape nan nan nan inf inf nan nan nan nan
In [ ]: